在人工智能与边缘计算深度融合的今天，将AI模型高效部署于终端设备已成为产业智能化的关键。本文将分享基于米尔MYD-LR3576边缘计算盒子部署菜品识别安卓Demo的实战经验。该设备凭借其内置的强劲瑞芯微RK3576芯片，为视觉识别模型提供了充沛的本地AI算力，成功将“智慧识菜”的能力浓缩于方寸之间，充分证明了其作为边缘AI应用坚实载体的卓越性能与可靠性。

简单来说，uv 是一个面向 Python 生态系统的高速「一体化」工具，可用于包管理、环境管理、项目初始化、工具执行、Python 版本管理等。其由 Astral（同样推出了知名工具 Ruff）开发，底层使用 Rust 语言实现，以追求极致性能。对于已有的工作流、pip、virtualenv、pipx、poetry 等工具，uv 提供极强的兼容性并且在某些场景下速度可提升 10–100 倍。

Automating mundane tasks keeps your attention focused on the work that matters.

The Coldriver hacking group reportedly shifted its operation quickly after the May 2025 public disclosure of its LostKeys ...

Fixed-Dimensional Encoding (FDE) solves a fundamental problem in modern search systems: how to efficiently search through billions of documents when each document is represented by hundreds of vectors ...

> python -V Python 3.14.0 > pip install asyncpg ... check.warn(importable) Warning: Package 'asyncpg.protocol.record' is absent from the `packages` configuration. ... I suppose it may be due to new ...

Official support for free-threaded Python, and free-threaded improvements Python’s free-threaded build promises true parallelism for threads in Python programs by removing the Global Interpreter Lock ...